The bookstore was crammed with people, the air thick with the scent of paper and ink. Alex, browsing the shelves, froze. There, on a table near the entrance, was a display of college admissions guides. And there, in the featured examples section, was his essay. A wave of bewilderment washed over her. She felt a profound instability.

She felt a strange disconnect, like she was watching herself from a distance. The words, once so meaningful, now felt alien, belonging to someone else. She wanted to scream, to run.

She stepped back, bumping into a display of notebooks. Papers scattered across the floor. She mumbled an apology, her voice barely a whisper, and quickly retreated, feeling like everyone was staring at her.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290